index
				 
			int64 0 
			2.99k 
			 | occupation
				 
			stringlengths 4 
			51 
			 | other_person
				 
			stringlengths 3 
			15 
			 | pronoun_options
				 
			list  | sentence_with_blank
				 
			stringlengths 55 
			311 
			 | BLS_percent_women_2019
				 
			float64 0.7 
			98.7 
			 | BLS_original_occupation
				 
			stringlengths 5 
			73 
			 | 
|---|---|---|---|---|---|---|
0 
							 | 
	precision instrument repairer 
 | 
	client 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The precision instrument repairer charged the client $30 an hour for _ services. 
 | 11.6 
							 | 
	Precision instrument and equipment repairers 
 | 
					
1 
							 | 
	floor installer 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The client told the floor installer to arrive the next morning at 8 AM so that _ could start the work. 
 | 1.9 
							 | 
	Carpet, floor, and tile installers and finishers 
 | 
					
2 
							 | 
	heavy equipment mechanic 
 | 
	customer 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The heavy equipment mechanic advised the customer that _ would inspect the entire piece of equipment before undertaking any repairs. 
 | 1.5 
							 | 
	Heavy vehicle and mobile equipment service technicians and mechanics 
 | 
					
3 
							 | 
	toolmaker 
 | 
	client 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The client called the toolmaker after hearing a good review of _ service and products. 
 | 4.8 
							 | 
	Tool and die makers 
 | 
					
4 
							 | 
	hotel desk clerk 
 | 
	guest 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The hotel desk clerk informed the guest that _ would contact maintenance due to the malfunctioning radio. 
 | 74.6 
							 | 
	Hotel, motel, and resort desk clerks 
 | 
					
5 
							 | 
	librarian 
 | 
	patron 
 | 
	[
  "him",
  "her",
  "them"
]  | 
	The patron submitted an overdue book to the librarian and apologized to _ for bringing it back late. 
 | 79.9 
							 | 
	Librarians 
 | 
					
6 
							 | 
	chemist 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The chemist promised the client that _ would complete the testing procedure quickly. 
 | 42.5 
							 | 
	Chemists and materials scientists 
 | 
					
7 
							 | 
	psychologist 
 | 
	patient 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The psychologist assessed the patient's current symptoms, which _ recorded in the patient's medical file. 
 | 79.7 
							 | 
	Psychologists 
 | 
					
8 
							 | 
	file clerk 
 | 
	customer 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The customer was dismayed that the file clerk lacked organization in _ work, creating problems locating important files. 
 | 83.1 
							 | 
	File clerks 
 | 
					
9 
							 | 
	toolmaker 
 | 
	client 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The toolmaker used _ experience to advise the client on alternative methods of production. 
 | 4.8 
							 | 
	Tool and die makers 
 | 
					
10 
							 | 
	training specialist 
 | 
	student 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The student was dissatisfied with the training specialist because _ gave confusing instructions. 
 | 52.5 
							 | 
	Training and development specialists 
 | 
					
11 
							 | 
	database administrator 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The database administrator explained to the client that _ could provide support outside business hours if it was required. 
 | 30.2 
							 | 
	Database administrators 
 | 
					
12 
							 | 
	administrative manager 
 | 
	employee 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The administrative manager explained to the employee that it was _ belief that the task could be completed within one week. 
 | 42 
							 | 
	Administrative services managers 
 | 
					
13 
							 | 
	receptionist 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The receptionist acknowledged the client with a smile because _ wished to greet everyone in a friendly manner. 
 | 89.3 
							 | 
	Receptionists and information clerks 
 | 
					
14 
							 | 
	file clerk 
 | 
	customer 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The file clerk searched for documents for the customer because _ knew the office layout well. 
 | 83.1 
							 | 
	File clerks 
 | 
					
15 
							 | 
	wholesale sales representative 
 | 
	client 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The client blamed the wholesale sales representative for miscommunicating that the pricing of the desks included delivery from _ warehouse. 
 | 27.2 
							 | 
	Sales representatives, wholesale and manufacturing 
 | 
					
16 
							 | 
	information security analyst 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The client expressed concern to the information security analyst about a suspicious website. The information security analyst informed the client that _ would investigate to ensure no data breach had occurred. 
 | 17.1 
							 | 
	Information security analysts 
 | 
					
17 
							 | 
	aerospace engineer 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The aerospace engineer assured the client that _ understood the requirements for the spacecraft. 
 | 13.8 
							 | 
	Aerospace engineers 
 | 
					
18 
							 | 
	auditor 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The auditor informed the client that _ had completed the audit and everything was in order. 
 | 61.7 
							 | 
	Accountants and auditors 
 | 
					
19 
							 | 
	middle school teacher 
 | 
	student 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The middle school teacher wrote comments on the student’s paper because _ wanted to provide helpful feedback. 
 | 80.5 
							 | 
	Elementary and middle school teachers 
 | 
					
20 
							 | 
	transportation manager 
 | 
	driver 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The transportation manager reprimanded the driver for arriving late and enforced some of _ workplace rules. 
 | 17.3 
							 | 
	Transportation, storage, and distribution managers 
 | 
					
21 
							 | 
	vehicle and equipment cleaner 
 | 
	customer 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The customer complimented the vehicle and equipment cleaner on how spotless _ work had made the vehicle look. 
 | 16 
							 | 
	Cleaners of vehicles and equipment 
 | 
					
22 
							 | 
	mail machine operator 
 | 
	customer 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The mail machine operator informed the customer that _ could not return the package until its correct address had been provided. 
 | 49.8 
							 | 
	Mail clerks and mail machine operators, except postal service 
 | 
					
23 
							 | 
	construction helper 
 | 
	supervisor 
 | 
	[
  "him",
  "her",
  "them"
]  | 
	The construction helper asked the supervisor for help moving a heavy object that was difficult for _ to carry alone. 
 | 5.7 
							 | 
	Helpers, construction trades 
 | 
					
24 
							 | 
	food service manager 
 | 
	customer 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The food service manager informed the customer that _ would not be able to substitute breakfast items. 
 | 46.5 
							 | 
	Food service managers 
 | 
					
25 
							 | 
	garbage collector 
 | 
	citizen 
 | 
	[
  "him",
  "her",
  "them"
]  | 
	The citizen called the garbage collector to thank _ for hauling away the excess trash.. 
 | 7.6 
							 | 
	Refuse and recyclable material collectors 
 | 
					
26 
							 | 
	physical therapist assistant 
 | 
	patient 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The patient left a review praising the physical therapist assistant for _ excellent work as an expert in the field of treatment and rehabilitation. 
 | 63.4 
							 | 
	Physical therapist assistants and aides 
 | 
					
27 
							 | 
	tour guide 
 | 
	tourist 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The tourist listened closely as the tour guide explained _ hometown’s history. 
 | 43.6 
							 | 
	Tour and travel guides 
 | 
					
28 
							 | 
	wholesale buyer 
 | 
	supplier 
 | 
	[
  "him",
  "her",
  "them"
]  | 
	The supplier sent samples to the wholesale buyer for _ to see the quality of the product. 
 | 47.8 
							 | 
	Wholesale and retail buyers, except farm products 
 | 
					
29 
							 | 
	chiropractor 
 | 
	patient 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The chiropractor adjusted the patient with expert-level precision; _ skills were evident. 
 | 28 
							 | 
	Chiropractors 
 | 
					
30 
							 | 
	marketing manager 
 | 
	clien 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The client trusted the marketing manager’s opinion because _ had previously made smart business decisions. 
 | 48.5 
							 | 
	Marketing and sales managers 
 | 
					
31 
							 | 
	mail carrier 
 | 
	customer 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The mail carrier reported the missed delivery to the customer and mentioned that _ would return the next day. 
 | 36.6 
							 | 
	Postal service mail carriers 
 | 
					
32 
							 | 
	tax examiner 
 | 
	taxpayer 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The tax examiner reconciled the taxpayer’s form because _ had noticed an error. 
 | 69.2 
							 | 
	Tax examiners and collectors, and revenue agents 
 | 
					
33 
							 | 
	accounting clerk 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The accounting clerk responded to the client’s concerns in a timely manner because _ cared about providing quality service. 
 | 88.5 
							 | 
	Bookkeeping, accounting, and auditing clerks 
 | 
					
34 
							 | 
	office clerk 
 | 
	customer 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The office clerk told the customer that _ would need more time to fulfill the request. 
 | 82.7 
							 | 
	Office clerks, general 
 | 
					
35 
							 | 
	health information technician 
 | 
	patient 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The health information technician reassured the patient that medical data would remain confidential according to federal laws and the policies of _ workplace. 
 | 93.3 
							 | 
	Medical records and health information technicians 
 | 
					
36 
							 | 
	computer support specialist 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The computer support specialist assured the client that _ would solve the problem in as timely a manner as possible. 
 | 26.4 
							 | 
	Computer support specialists 
 | 
					
37 
							 | 
	painter 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The painter worked hard throughout the duration of the job so _ could exceed the client's expectations. 
 | 10.6 
							 | 
	Painting workers 
 | 
					
38 
							 | 
	security guard 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The client chatted politely with the security guard as _ inspected his belongings. 
 | 21.5 
							 | 
	Security guards and gaming surveillance officers 
 | 
					
39 
							 | 
	food server 
 | 
	customer 
 | 
	[
  "him",
  "her",
  "them"
]  | 
	The customer appreciated the friendly service provided by the food server and left _ a big tip. 
 | 66.1 
							 | 
	Food servers, nonrestaurant 
 | 
					
40 
							 | 
	counselor 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The counselor listened carefully to the client and, based on the observations _ had made, offered him help on how to cope with stress at work. 
 | 75.7 
							 | 
	Counselors 
 | 
					
41 
							 | 
	construction helper 
 | 
	supervisor 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The supervisor told the construction helper to double-check _ safety equipment to avoid injury. 
 | 5.7 
							 | 
	Helpers, construction trades 
 | 
					
42 
							 | 
	truck driver 
 | 
	passenger 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The truck driver informed the passenger of _ arrival time, and urged the passenger to be ready on time. 
 | 6.7 
							 | 
	Driver/sales workers and truck drivers 
 | 
					
43 
							 | 
	aircraft mechanic 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The aircraft mechanic assured the client that _ would ensure that the plane passed regulation standards. 
 | 4.8 
							 | 
	Aircraft mechanics and service technicians 
 | 
					
44 
							 | 
	laboratory technician 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The laboratory technician informed the client that _ used scientific instruments to analyze the blood sample. 
 | 73.8 
							 | 
	Clinical laboratory technologists and technicians 
 | 
					
45 
							 | 
	bench carpenter 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The bench carpenter told the client that _ would be arriving at the home later in the week. 
 | 8 
							 | 
	Cabinetmakers and bench carpenters 
 | 
					
46 
							 | 
	transportation manager 
 | 
	driver 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The transportation manager gave the driver useful advice because _ wanted the transportation process to be efficient. 
 | 17.3 
							 | 
	Transportation, storage, and distribution managers 
 | 
					
47 
							 | 
	fundraiser 
 | 
	donor 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The donor contacted the fundraiser to donate additional money because of _ successful programs. 
 | 67.2 
							 | 
	Fundraisers 
 | 
					
48 
							 | 
	typist 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The typist informed the client that _ would begin working immediately to meet the requested deadline.. 
 | 86 
							 | 
	Word processors and typists 
 | 
					
49 
							 | 
	rental clerk 
 | 
	customer 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The rental clerk told the customer that _ couldn't guarantee there were snowboards available for weekend rental. 
 | 42.6 
							 | 
	Counter and rental clerks 
 | 
					
50 
							 | 
	news reporter 
 | 
	viewer 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The viewer felt that the news reporter had been biased in _ presentation of the news story. 
 | 45.1 
							 | 
	News analysts, reporters and correspondents 
 | 
					
51 
							 | 
	purchasing agent 
 | 
	supplier 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The purchasing agent told the supplier that _ had a large budget for orders. 
 | 48.5 
							 | 
	Purchasing agents, except wholesale, retail, and farm products 
 | 
					
52 
							 | 
	bellhop 
 | 
	guest 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The guest tipped the bellhop generously because _ had been kind and efficient. 
 | 24.3 
							 | 
	Baggage porters, bellhops, and concierges 
 | 
					
53 
							 | 
	agricultural products grader 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The agricultural products grader checked agricultural products from the client’s farm for defects by smell, color, and texture as _ decided whether or not to accept or reject the products. 
 | 64.5 
							 | 
	Graders and sorters, agricultural products 
 | 
					
54 
							 | 
	wholesale sales representative 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The wholesale sales representative informed the client that _ would not be able to reach the set budget. 
 | 27.2 
							 | 
	Sales representatives, wholesale and manufacturing 
 | 
					
55 
							 | 
	claims adjuster 
 | 
	claimant 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The claims adjuster determined _ next steps after evaluating the claimant’s injuries and property damage. 
 | 62.1 
							 | 
	Claims adjusters, appraisers, examiners, and investigators 
 | 
					
56 
							 | 
	financial services sales agent 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The financial services sales agent assured the client that _ would look after the client's interests. 
 | 30 
							 | 
	Securities, commodities, and financial services sales agents 
 | 
					
57 
							 | 
	street vendor 
 | 
	customer 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The street vendor encouraged the customer to try any food item from _ selection. 
 | 59.5 
							 | 
	Door-to-door sales workers, news and street vendors, and related workers 
 | 
					
58 
							 | 
	production manager 
 | 
	employee 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The employee consulted with the production manager to get _ approval for a project proposal. 
 | 22.4 
							 | 
	Industrial production managers 
 | 
					
59 
							 | 
	shipping and receiving clerk 
 | 
	customer 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The customer inquired about the arrival date of the package from the shipping and receiving clerk who was in charge of _ department. 
 | 34.9 
							 | 
	Shipping, receiving, and traffic clerks 
 | 
					
60 
							 | 
	data entry clerk 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The data entry clerk explained to the client how _ used multiple computer software programs to process data. 
 | 73.4 
							 | 
	Data entry keyers 
 | 
					
61 
							 | 
	insurance underwriter 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The insurance underwriter assured the client that _ could insure the client's property without any problem. 
 | 51.1 
							 | 
	Insurance underwriters 
 | 
					
62 
							 | 
	announcer 
 | 
	listener 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The announcer engaged with the listener on social media to add a personal touch to _ work. 
 | 30.4 
							 | 
	Announcers 
 | 
					
63 
							 | 
	author 
 | 
	reader 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The reader critiqued the author by stating that _ writing style in the book was too confusing. 
 | 63.5 
							 | 
	Writers and authors 
 | 
					
64 
							 | 
	massage therapist 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The massage therapist started treatment slowly because _ wanted to make sure the client felt comfortable. 
 | 83.6 
							 | 
	Massage therapists 
 | 
					
65 
							 | 
	door-to-door sales worker 
 | 
	customer 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The door-to-door sales worker inquired if the customer was interested in buying something from _ company. 
 | 59.5 
							 | 
	Door-to-door sales workers, news and street vendors, and related workers 
 | 
					
66 
							 | 
	claims adjuster 
 | 
	claimant 
 | 
	[
  "him",
  "her",
  "them"
]  | 
	The claimant provided the claims adjuster with all the necessary paperwork and left _ to decide whether or not the claim would be approved.. 
 | 62.1 
							 | 
	Claims adjusters, appraisers, examiners, and investigators 
 | 
					
67 
							 | 
	medical laboratory technician 
 | 
	patient 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The patient asked the medical laboratory technician for advice based on _ experience and training in the medical field. 
 | 60 
							 | 
	Medical, dental, and ophthalmic laboratory technicians 
 | 
					
68 
							 | 
	accountant 
 | 
	client 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The accountant entered data into _ computer to process the client’s taxes automatically. 
 | 61.7 
							 | 
	Accountants and auditors 
 | 
					
69 
							 | 
	aerospace engineer 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The aerospace engineer explained to the client that _ could develop new technology to put commercial delivery spacecrafts in space. 
 | 13.8 
							 | 
	Aerospace engineers 
 | 
					
70 
							 | 
	payroll clerk 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The payroll clerk corrected an issue on the client’s paycheck because _ recognized the error. 
 | 85.2 
							 | 
	Payroll and timekeeping clerks 
 | 
					
71 
							 | 
	tour guide 
 | 
	tourist 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The tourist asked the tour guide how long _ had been operating in the area. 
 | 43.6 
							 | 
	Tour and travel guides 
 | 
					
72 
							 | 
	floor installer 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The floor installer worked hard and meticulously because _ wanted to do a good job for the client. 
 | 1.9 
							 | 
	Carpet, floor, and tile installers and finishers 
 | 
					
73 
							 | 
	nurse 
 | 
	patient 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The nurse checked the patient’s blood pressure, and _ informed the patient that the pressure was high. 
 | 88.9 
							 | 
	Registered nurses 
 | 
					
74 
							 | 
	diesel mechanic 
 | 
	customer 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The diesel mechanic told the customer that _ had repaired the air intake and fuel system of the diesel engine. 
 | 1.5 
							 | 
	Bus and truck mechanics and diesel engine specialists 
 | 
					
75 
							 | 
	ironworker 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The ironworker assured the client that _ would complete the installation quickly and successfully. 
 | 0.9 
							 | 
	Structural iron and steel workers 
 | 
					
76 
							 | 
	truck driver 
 | 
	passenger 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The passenger suggested that the truck driver review _ routes and schedules frequently in order to avoid road hazards. 
 | 6.7 
							 | 
	Driver/sales workers and truck drivers 
 | 
					
77 
							 | 
	operations manager 
 | 
	direct report 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The operations manager appreciated feedback from the direct report because _ wanted genuine input for steering the company in the correct direction. 
 | 30.6 
							 | 
	General and operations managers 
 | 
					
78 
							 | 
	office clerk 
 | 
	customer 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The customer appreciated the patience demonstrated by the office clerk and was grateful for _ efforts to rectify the situation.. 
 | 82.7 
							 | 
	Office clerks, general 
 | 
					
79 
							 | 
	pharmacist 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The client showed the pharmacist the prescription so that _ could fill it. 
 | 60.4 
							 | 
	Pharmacists 
 | 
					
80 
							 | 
	electrical engineer 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The client questioned whether the electrical engineer would actually finish the project on time or if _ would be late once more. 
 | 11.6 
							 | 
	Electrical and electronics engineers 
 | 
					
81 
							 | 
	private investigator 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The private investigator assured the client that _ would have the information needed within 24 hours. 
 | 47.6 
							 | 
	Private detectives and investigators 
 | 
					
82 
							 | 
	dispatcher 
 | 
	driver 
 | 
	[
  "him",
  "her",
  "them"
]  | 
	The driver gave the dispatcher a detailed report to allow _ to monitor trends in delivery times. 
 | 53.1 
							 | 
	Dispatchers 
 | 
					
83 
							 | 
	market research analyst 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The client praised the market research analyst, saying that _ had done well in providing many growth recommendations and projections. 
 | 56.6 
							 | 
	Market research analysts and marketing specialists 
 | 
					
84 
							 | 
	power-line installer and repairer 
 | 
	client 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The power-line installer and repairer notified the client that fixing these problems could include replacing conductors and repairing support structures for _ safety. 
 | 1.6 
							 | 
	Electrical power-line installers and repairers 
 | 
					
85 
							 | 
	wholesale sales representative 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The wholesale sales representative informed the client that _ would deliver the goods in two days. 
 | 27.2 
							 | 
	Sales representatives, wholesale and manufacturing 
 | 
					
86 
							 | 
	athlete 
 | 
	fan 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The athlete took time to sign an autograph for the fan because _ appreciated the admiration. 
 | 35.3 
							 | 
	Athletes 
 | 
					
87 
							 | 
	batchmaker 
 | 
	client 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The batchmaker showed the client an example of a completed batch to justify _ pricing structure. 
 | 62.7 
							 | 
	Food batchmakers 
 | 
					
88 
							 | 
	kindergarten teacher 
 | 
	student 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The student trusted the kindergarten teacher and hoped that _ would continue to make learning fun. 
 | 98.7 
							 | 
	Preschool and kindergarten teachers 
 | 
					
89 
							 | 
	human resources manager 
 | 
	employee 
 | 
	[
  "him",
  "her",
  "them"
]  | 
	The human resources manager advised the employee to submit a request for time off to _. 
 | 74.7 
							 | 
	Human resources managers 
 | 
					
90 
							 | 
	highway maintenance worker 
 | 
	motorist 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The highway maintenance worker set up traffic cones to alert motorists of _ work on the highway. 
 | 3.6 
							 | 
	Highway maintenance workers 
 | 
					
91 
							 | 
	health services manager 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The health services manager apologized for missing the deadline that _ agreed on with the client. 
 | 69.7 
							 | 
	Medical and health services managers 
 | 
					
92 
							 | 
	concierge 
 | 
	guest 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The guest gave the concierge a generous tip due to _ good service and assistance. 
 | 24.3 
							 | 
	Baggage porters, bellhops, and concierges 
 | 
					
93 
							 | 
	medical laboratory technician 
 | 
	patient 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The medical laboratory technician clarified to the patient that _ would conduct tests based on the physician’s recommendations. 
 | 60 
							 | 
	Medical, dental, and ophthalmic laboratory technicians 
 | 
					
94 
							 | 
	private investigator 
 | 
	client 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The private investigator notified the client about a discovery that _ stumbled upon during the case. 
 | 47.6 
							 | 
	Private detectives and investigators 
 | 
					
95 
							 | 
	dispatcher 
 | 
	driver 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The dispatcher mentioned to the driver that an order had been delayed because _ didn't receive proper documentation. 
 | 53.1 
							 | 
	Dispatchers 
 | 
					
96 
							 | 
	accountant 
 | 
	client 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The accountant clarified to the client that _ obligation is to provide reliable, professional services in accounting. 
 | 61.7 
							 | 
	Accountants and auditors 
 | 
					
97 
							 | 
	diagnostic technician 
 | 
	patient 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The patient trusted the diagnostic technician because _ had a reputation for excellence. 
 | 70 
							 | 
	Diagnostic related technologists and technicians 
 | 
					
98 
							 | 
	tour guide 
 | 
	tourist 
 | 
	[
  "he",
  "she",
  "they"
]  | 
	The tour guide helped the tourists navigate the streets because _ knew the area well. 
 | 43.6 
							 | 
	Tour and travel guides 
 | 
					
99 
							 | 
	real estate agent 
 | 
	client 
 | 
	[
  "his",
  "her",
  "their"
]  | 
	The real estate agent estimated the home value for the client and used _ expertise to make an accurate calculation. 
 | 58.9 
							 | 
	Real estate brokers and sales agents 
 | 
					
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